Jane Street AI Engineer explained how the hedge fund uses LLMs to make $20.5B/year
- they trained their own model that generates profit for them
16-min and you'll learn how tier-1 funds use AI in their calculations
Bookmark & watch - no matter what, this is the best AI + Hedge Fund lecture out there. Then start build your own hedge fund or bot on @Polymarket
Jane Street Head of Technology showed the code that generates $13B profit
- using it, you can build your own hedge fund (ofc with ai)
you’ll watch 50-min of "vibe coding" from a person who has worked for 24 years at a tier-1 fund
bookmark - it will change the way you see trading systems
🇨🇳 A GUY IN CHINA IS RUNNING 13 CLAUDE AGENTS SIMULTANEOUSLY AND CLEARING $160,000 A MONTH ALONE.
No team. No office. No employees.
Just 1 desk, 2 monitors, and 13 Claude windows running in parallel.
Here is exactly how his operation works.
He serves 200 dropshippers a month.
Each one pays $800 for a complete Shopify store.
All 13 agents run simultaneously, each owning a specific layer of the build.
Agent 1: Catalog of 80 products with rewritten descriptions.
Agent 2: Homepage layout designed for the client niche.
Agent 3: Cart, payment, and shipping configured by country.
Agent 4: 30 email chains for customer warming.
Agent 5: 50 banners and a brand logo.
Agent 6: Analytics and A/B tests on the homepage.
While one agent writes product descriptions the next is laying out the homepage and the third is generating the brand visuals.
All 13 windows consume less than $80 a day in API costs.
He closes 6 to 7 complete Shopify stores per day.
A traditional design agency charges $3,500 for the same store and takes 2 weeks.
He charges $800 and delivers the same day.
The system prompt that runs the whole operation is 6 words:
"You are my new founder-engineer."
Not a helper. Not an assistant. Not a tool.
A founder-engineer who owns the result.
The monitors are bolted to a wall stand.
Wires hanging out.
No interior design.
Just an API counter ticking in the header of every window and a queue of dropshippers sending new orders every morning.
While traditional agencies are still debating whether AI will take jobs from designers, this guy has already built the factory that answers the question.
This is the most efficient solo operation I have seen this year.
And it is already running right now.
Bookmark this.
Follow @cyrilXBT for more builds operating at a level most people have not seen yet.
CNN: "Trump admin says Iran's military is obliterated - no air defenses, missiles down 90%. But that's not exactly true."
Then CNN proceeds to dismantle the entire narrative:
• Iran fired missiles at 7 countries simultaneously in first days.
• US depleted its own missile stockpiles.
• Iran switched to drones - cheaper, more nimble, still striking UAE, Bahrain, Israel.
• Used cluster munitions. Maximized blast sites.
• Pivoted targets strategically when Trump threatened gas fields.
• Strait of Hormuz? Almost entirely closed.
• Iran's will? Not shaking. Fighting harder, not weaker
Iran didn't just survive. It humiliated the world's only superpower - on the ground
Oh my God!!!
The #US attack on #Iran, the US destroyed the ceasefire by attacking an #Iranian tanker, and Iran destroyed three US destroyers with a barrage of missiles.
#IranWar#Israël#oil#Trump#h
🇺🇸 Trump: We won, and we won big. They need to raise the white flag and surrender.
Fun Fact: 🇮🇷 Iran has taken out even an E-3 Sentry aircraft. 228 structures and equipment pieces across 15 US Bases in the Middle East have been destroyed.🔥
This man is HABITUAL LIER 😭
a 13-year-old. zero coding experience. solving 800-point problems in 45 seconds
> he didn't study algorithms
> he didn't take classes
> he wrote zero lines of code by hand
he just set up Claude correctly
the setup is in the article below
Chinese quant built a perfect BTC price simulation engine with MiroFish
In a single trade, he turned $2,000 into $166,000.
7,500% profit. All proof onchain - every single one of his trades is publicly visible on Polymarket.
His wallet: https://t.co/G1EyL2Vjnq
His algorithm instantly detects any mispricing in crypto markets and enters trade immediately.
$350k all-time profit. Constantly fading the crowd because his simulation reads the market better than everyone else.
He’s using closed order book data + private OTC desks. Already elite alpha.
Then the real magic happens: 10,000 simulation cycles of how the market will react.
On April 24, he was only one who knew the market was wrong.
He entered a trade with just a 1.3% implied probability of execution.
This isn’t "guessing where the chart will go"
This is engineered money. Pure fusion of AI + MiroFish + insane math on exclusive data.
Want to learn how to build something like this? Save the post and read the article.
If you don’t want to miss his next 75x trade, starting copy every one of his trades right now using this TG bot: https://t.co/vbDZyVcfT3
Immediate🎯
News from the Ministry of Foreign Affairs of Iran that the government has united with the veto of the Achebs, and a campaign against Tehran, against Kurdistan